Interestingly, he may be able to be impeached and found guilty even after he is out of office. Since the punishment can involve baring a person from holding office in the future, and Trump has said he would run again, it is very likely that the Democrats would seriously consider continuing impeachment even after he is out of office. Even more important, were he to step down and Pence pardon him that would not stop an impeachment from happening.